Average Reward Reinforcement Learning for Omega-Regular and Mean-Payoff Objectives

Milad Kazemi, Mateo Perez, Fabio Somenzi +3

Recent advances in reinforcement learning (RL) have renewed interest in reward design for shaping agent behavior, but manually crafting reward functions is tedious and error-prone.…